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Data-adaptive additive modeling

In this paper, we consider fitting a flexible and interpretable additive regression model in a data-rich setting. We wish to avoid pre-specifying the functional form of the conditional association between each covariate and the response, while still retaining interpretability of the fitted functions...

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Bibliografski detalji
Izdano u:Stat Med
Glavni autori: Petersen, Ashley, Witten, Daniela
Format: Artigo
Jezik:Inglês
Izdano: 2018
Teme:
Online pristup:https://ncbi.nlm.nih.gov/pmc/articles/PMC6335202/
https://ncbi.nlm.nih.gov/pubmed/30010200
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1002/sim.7859
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